Fast and memory-efficient exact attention

LLM inference in C/C++

A high-throughput and memory-efficient inference and serving engine for LLMs

Professional CUDA C Programming

Code examples for our book _C++ 20 for Programmers_ (Pearson, 2020)

Lets make video diffusion practical!

Wan: Open and Advanced Large-Scale Video Generative Models

HunyuanVideo GP: Large Video Generation Model - GPU Poor version

A pipeline parallel training script for diffusion models.

A powerful tool that translates ComfyUI workflows into executable Python code.

HunyuanVideo: A Systematic Framework For Large Video Generation Model

CogVideoX-LoRAs is a centralized repository for all LoRA models created for CogVideoX, filling the gap for a unified sharing space. With the rising demand for customized video generation, this hub …

Scalable and memory-optimized training of diffusion models

The best OSS video generation models, created by Genmo

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

Code for our CVPR 2023 paper on online, temporally consistent depth estimation.

LSUN Dataset Documentation and Demo Code

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth prediction model in pytorch. ECCV2018

NVIDIA-accelerated, deep learned stereo disparity estimation

OpenStereo: A Comprehensive Benchmark for Stereo Matching

[TPAMI 2024] Fast-ACV: Fast Attention Concatenation Volume for Accurate and Real-time Stereo Matching

[CVPR 2024] Neural Markov Random Field for Stereo Matching

PyTorch code and models for the DINOv2 self-supervised learning method.

The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation